Keyphrases
Symmetric Sets
53%
Proximal Point Algorithm
48%
Convergence Rate
48%
Nonconvex Minimization Problem
42%
Feasible Direction
42%
Optimality Conditions
42%
Nonsmooth
40%
Nonconvex Problem
32%
Proximal Gradient Method
32%
Nonlinear Functional
32%
Global Convergence
32%
Optimization Problem
32%
Stationary Point
32%
Oracle
32%
Gradient Method
28%
Continuously Differentiable Function
28%
First-order Methods
25%
Necessary Optimality Conditions
23%
Shallow Network
21%
Path-norm
21%
Convergence to Stationary Points
21%
Descent Direction Methods
21%
Sparsity
21%
Matrix Minimization
21%
Group Sparsity
21%
Non-convex Learning
21%
Regret Minimization
21%
Lagrangian
21%
Surjectivity
21%
Feasible Direction Method
21%
Gradient Approach
21%
Convex Composite Optimization
21%
Augmented Lagrangian Method
21%
Linear Operator
21%
Limit Point
21%
Almost Sure Convergence
21%
Non-Euclidean
21%
Constrained Minimization Problem
21%
Second-order Stationary Point
21%
Decision Variables
21%
Stochastic Gradient Descent
21%
Second-order Optimality Conditions
21%
Equality Constraints
21%
Alternating Direction multiplier Method
21%
Nonconvex Optimization
21%
First-order Conditions
21%
Sparse Optimization
21%
Path-based
21%
Error Gradient
21%
Relative Error
21%
Mathematics
Optimality
100%
Necessary Optimality Conditions
80%
Stochastics
64%
Continuously Differentiable Function
63%
Stationary Point
49%
Objective Function
49%
Feasible Direction
42%
Critical Point
32%
Type Method
32%
Nonconvex Problem
32%
Minimization Problem
32%
Stationarity
22%
Almost Sure Convergence
21%
Matrix (Mathematics)
21%
Step Size
21%
Lagrangian
21%
Constrained Minimization
21%
Equality Constraint
21%
Descent Direction
21%
Simplex
21%
Monotonicity Property
21%
Limit Point
21%
Upper Bound
21%
Closed Form
21%
Empirical Risk Minimization
21%
Neural Network
21%
Lipschitz Constant
21%
Numerical Example
21%
Restrictive Condition
21%
Development Process
21%
Relative Error
21%
Tradeoff
21%
Linear Operator
17%
Convex Set
16%
Decision Variable
14%
Linear Constraint
12%
Feasible Set
11%
Bounded Sequence
10%
Linear Models
10%
Closed Map
10%
Alternating Direction Method of Multipliers
10%
Second-Order Conditioning
10%
Set Satisfying
10%
Convergence Rate
10%
Lipschitz Continuity
10%
Conditionals
10%
Lagrangian Function
10%
Orthogonal Projection Operator
8%
Probability Theory
8%
Accumulation Point
7%
